A Comparison of Covariate Selection Approaches for Propensity Score (PS) Derivation

被引:0
|
作者
LoCasale, Robert J. [1 ]
Girman, Cynthia J. [1 ]
Bortnichak, Edward A. [1 ]
Wilson, Kimberly A. [1 ]
Wyss, Richie [2 ]
Sturmer, Til [2 ]
机构
[1] Merck, Epidemiol, N Wales, PA USA
[2] Univ N Carolina, Chapel Hill, NC USA
关键词
D O I
暂无
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
720
引用
收藏
页码:S312 / S313
页数:2
相关论文
共 50 条
  • [21] On variance estimate for covariate adjustment by propensity score analysis
    Zou, Baiming
    Zou, Fei
    Shuster, Jonathan J.
    Tighe, Patrick J.
    Koch, Gary G.
    Zhou, Haibo
    STATISTICS IN MEDICINE, 2016, 35 (20) : 3537 - 3548
  • [22] Optimal Covariate Balancing Conditions in Propensity Score Estimation
    Fan, Jianqing
    Imai, Kosuke
    Lee, Inbeom
    Liu, Han
    Ning, Yang
    Yang, Xiaolin
    JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2022, 41 (01) : 97 - 110
  • [23] COVARIATE BALANCING PROPENSITY SCORE BY TAILORED LOSS FUNCTIONS
    Zhao, Qingyuan
    ANNALS OF STATISTICS, 2019, 47 (02): : 965 - 993
  • [24] Imputation of Missing Covariate Data Prior to Propensity Score Analysis: A Tutorial and Evaluation of the Robustness of Practical Approaches
    Leite, Walter L.
    Aydin, Burak
    Cetin-Berber, Dee D.
    EVALUATION REVIEW, 2021, 45 (1-2) : 34 - 69
  • [25] COMPARING PROPENSITY SCORE, PROPENSITY SCORE WITH COVARIATES AND GENETIC ALGORITHM METHODS FOR COVARIATE MATCHING IN OBSERVATIONAL STUDIES
    Claeys, C.
    Bakken, D. G.
    Wasserman, D.
    Spilman, J.
    VALUE IN HEALTH, 2014, 17 (03) : A200 - A200
  • [26] Indirect covariate balance and residual confounding: An applied comparison of propensity score matching and cardinality matching
    Fortin, Stephen P.
    Schuemie, Martijn
    PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2022, 31 (12) : 1242 - 1252
  • [28] A comparison of propensity score matching methods for reducing selection bias
    Bai, Haiyan
    INTERNATIONAL JOURNAL OF RESEARCH & METHOD IN EDUCATION, 2011, 34 (01) : 81 - 107
  • [29] Covariate Selection in Propensity Scores Using Outcome Proxies
    Kelcey, Ben
    MULTIVARIATE BEHAVIORAL RESEARCH, 2011, 46 (03) : 453 - 476
  • [30] Propensity Score Matching and Unmeasured Covariate Imbalance: A Simulation Study
    Ali, M. Sanni
    Groenwold, Rolf H. H.
    Belitser, Svetlana V.
    Hoes, Arno W.
    de Boer, A.
    Klungel, Olaf H.
    PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2014, 23 : 12 - 13